{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,17]],"date-time":"2026-09-17T09:45:05Z","timestamp":1789638305347,"version":"4.0.0"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030060152","type":"print"},{"value":"9783030060169","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,12,30]],"date-time":"2018-12-30T00:00:00Z","timestamp":1546128000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-06016-9_13","type":"book-chapter","created":{"date-parts":[[2018,12,29]],"date-time":"2018-12-29T15:02:35Z","timestamp":1546095755000},"page":"135-143","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Learning-Based Approach to Combine Medical Annotation Results"],"prefix":"10.1007","author":[{"given":"Victor","family":"Christen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ying-Chi","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anika","family":"Gro\u00df","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Silvio Domingos","family":"Cardoso","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"C\u00e9dric","family":"Pruski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcos","family":"Da Silveira","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erhard","family":"Rahm","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,12,30]]},"reference":[{"key":"13_CR1","unstructured":"TIES-Text Information Extraction System (2017). http:\/\/ties.dbmi.pitt.edu\/"},{"issue":"1","key":"13_CR2","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/1756-0381-5-13","volume":"5","author":"V Abedi","year":"2012","unstructured":"Abedi, V., Zand, R., Yeasin, M., Faisal, F.E.: An automated framework for hypotheses generation using literature. BioData Min. 5(1), 13 (2012)","journal-title":"BioData Min."},{"issue":"1","key":"13_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45(1), 5\u201332 (2001)","journal-title":"Mach. Learn."},{"key":"13_CR4","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1002\/9781118617151.ch37","volume-title":"Biological Knowledge Discovery Handbook","author":"David Campos","year":"2013","unstructured":"Campos, D., Matos, S., Oliveira, J.: Current methodologies for biomedical named entity recognition. In: Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data, pp. 839\u2013868 (2013)"},{"issue":"9","key":"13_CR5","doi-asserted-by":"publisher","first-page":"1253","DOI":"10.1093\/bioinformatics\/bts125","volume":"28","author":"D Campos","year":"2012","unstructured":"Campos, D., et al.: Harmonization of gene\/protein annotations: towards a gold standard MEDLINE. Bioinformatics 28(9), 1253\u20131261 (2012)","journal-title":"Bioinformatics"},{"key":"13_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/978-3-319-46523-4_9","volume-title":"The Semantic Web \u2013 ISWC 2016","author":"V Christen","year":"2016","unstructured":"Christen, V., Gro\u00df, A., Rahm, E.: A reuse-based annotation approach for medical documents. In: Groth, P., et al. (eds.) ISWC 2016. LNCS, vol. 9981, pp. 135\u2013150. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46523-4_9"},{"key":"13_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/978-3-319-21843-4_5","volume-title":"Data Integration in the Life Sciences","author":"V Christen","year":"2015","unstructured":"Christen, V., Gro\u00df, A., Varghese, J., Dugas, M., Rahm, E.: Annotating medical forms using UMLS. In: Ashish, N., Ambite, J.-L. (eds.) DILS 2015. LNCS, vol. 9162, pp. 55\u201369. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-21843-4_5"},{"key":"13_CR8","unstructured":"Dai, M., et al.: An efficient solution for mapping free text to ontology terms. In: AMIA Summit on Translational Bioinformatics, vol. 21 (2008)"},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Dugas, M., et al.: Portal of medical data models: information infrastructure for medical research and healthcare. Database: J. Biol. Databases Curation (2016)","DOI":"10.1093\/database\/bav121"},{"issue":"4","key":"13_CR10","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1109\/MIC.2010.58","volume":"14","author":"H K\u00f6pcke","year":"2010","unstructured":"K\u00f6pcke, H., Thor, A., Rahm, E.: Learning-based approaches for matching web data entities. IEEE Internet Comput. 14(4), 23\u201331 (2010)","journal-title":"IEEE Internet Comput."},{"key":"13_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-319-69751-2_1","volume-title":"Data Integration in the Life Sciences","author":"Y-C Lin","year":"2017","unstructured":"Lin, Y.-C., et al.: Evaluating and improving annotation tools for medical forms. In: Da Silveira, M., Pruski, C., Schneider, R. (eds.) DILS 2017. LNCS, vol. 10649, pp. 1\u201316. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-69751-2_1"},{"issue":"5","key":"13_CR12","first-page":"507","volume":"17","author":"GK Savova","year":"2010","unstructured":"Savova, G.K., et al.: Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications. JAMIA 17(5), 507\u2013513 (2010)","journal-title":"JAMIA"},{"key":"13_CR13","unstructured":"Tanenblatt, M.A., Coden, A., Sominsky, I.L.: The ConceptMapper approach to named entity recognition. In: Proceedings of LREC, pp. 546\u2013551 (2010)"},{"issue":"1","key":"13_CR14","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1186\/s12859-015-0871-y","volume":"17","author":"E Tseytlin","year":"2016","unstructured":"Tseytlin, E., Mitchell, K., Legowski, E., Corrigan, J., Chavan, G., Jacobson, R.S.: NOBLE-Flexible concept recognition for large-scale biomedical natural language processing. BMC Bioinform. 17(1), 32 (2016)","journal-title":"BMC Bioinform."},{"key":"13_CR15","unstructured":"Zou, Q., et al.: IndexFinder: a knowledge-based method for indexing clinical texts. In: Proceedings of AMIA Annual Symposium, pp. 763\u2013767 (2003)"}],"container-title":["Lecture Notes in Computer Science","Data Integration in the Life Sciences"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-06016-9_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,13]],"date-time":"2019-11-13T02:46:22Z","timestamp":1573613182000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-06016-9_13"}},"subtitle":["(Short Paper)"],"short-title":[],"issued":{"date-parts":[[2018,12,30]]},"ISBN":["9783030060152","9783030060169"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-06016-9_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12,30]]},"assertion":[{"value":"DILS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Data Integration in the Life Sciences","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hannover","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dils2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/events.tib.eu\/dils2018\/general-information\/conference-venue\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}